An estimating function for cvAUC with initial estimates generated via nested cross-validation

An estimating function for cvAUC with initial estimates generated via nested cross-validation

.estim_fn_nested_cv(auc = 0.5, prediction_list, folds, gn, K)

Arguments

auc	The value of auc to find root for
prediction_list	Entry in prediction_list
folds	Cross-validation folds
gn	Marginal probability of outcome
K	Number of CV folds

Value

A numeric value of the estimating function evaluated at current auc estimate.